Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-17 1.563025 1.972135 2.531215 3.389848 4.757474 7.032460 11.633789
2025-08-24 1.059359 1.470291 2.129079 3.386268 6.140384 13.685805 54.716664
2025-08-31 0.801965 1.171219 1.818658 3.233113 7.142121 24.452521 954.942434
2025-09-07 0.682959 1.041607 1.722042 3.412579 9.432270 65.102114 NaN
2025-09-14 0.589056 0.924675 1.596684 3.430453 11.493212 212.277777 NaN
2025-09-21 0.512365 0.819679 1.457634 3.316873 12.954419 1092.104821 NaN
2025-09-28 0.457096 0.743636 1.358081 3.262068 14.944834 NaN NaN
2025-10-05 0.434344 0.726290 1.387112 3.666750 23.329568 NaN NaN
2025-10-12 0.406825 0.693581 1.368416 3.894274 33.640647 NaN NaN
2025-10-19 0.375128 0.646660 1.300238 3.869565 41.479467 NaN NaN
2025-10-26 0.343817 0.596202 1.211115 3.694631 45.181801 NaN NaN
2025-11-02 0.324862 0.570257 1.183447 3.806925 64.102868 NaN NaN
2025-11-09 0.310492 0.553157 1.178626 4.058480 114.189746 NaN NaN
2025-11-16 0.292013 0.524435 1.133792 4.058860 165.492595 NaN NaN
2025-11-23 0.271806 0.489500 1.063627 3.860376 182.939720 NaN NaN
2025-11-30 0.261837 0.477277 1.060370 4.094394 464.036103 NaN NaN
2025-12-07 0.249215 0.457325 1.028814 4.117809 1000.552210 NaN NaN
2025-12-14 0.235216 0.432730 0.978114 3.969522 1428.557969 NaN NaN
2025-12-21 0.223689 0.413091 0.940435 3.898204 3112.824526 NaN NaN
2025-12-28 0.221108 0.414869 0.973581 4.428417 NaN NaN NaN
2026-01-04 0.215344 0.408133 0.976660 4.730095 NaN NaN NaN
2026-01-11 0.206494 0.392814 0.946862 4.697211 NaN NaN NaN
2026-01-18 0.196398 0.373589 0.900425 4.465249 NaN NaN NaN